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SOTA2 Research · tasks
Explore the problems researchers are working on and the benchmarks used to measure progress.
| Task Name | Domain | Benchmarks | Papers | Last Update |
|---|---|---|---|---|
| Vertex-level human-scene contact prediction | 2 | 3 | Apr 23, 2026 | |
| Collaborative Perception (CP) | 2 | 1 | Mar 24, 2026 | |
| Endmember Estimation | 2 | 2 | Apr 1, 2026 | |
| Restoration | 2 | 2 | May 1, 2026 | |
| Navigation (NAV) | 2 | 1 | Mar 24, 2026 | |
| Scene graph-based Image Editing | 2 | 1 | Feb 20, 2026 | |
| Union Box Detection | 2 | 1 | Feb 27, 2026 | |
| Surgical tool presence detection | 2 | 1 | Mar 24, 2026 | |
| High-level instruction execution |
| 2 |
| 1 |
| Mar 24, 2026 |
| Pure Document OCR | 2 | 1 | Feb 18, 2026 |
|---|
| Patent-to-patent retrieval | 2 | 1 | Mar 24, 2026 |
|---|
| Video Prediction Calibration Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| Reward Scoring | 2 | 2 | Apr 6, 2026 |
|---|
| Alignment Reward Evaluation | 2 | 1 | Mar 24, 2026 |
|---|
| SAR-to-Optical translation | 2 | 1 | Feb 20, 2026 |
|---|
| Video Event Grounding | 2 | 1 | Feb 20, 2026 |
|---|
| Optimal policy search | 2 | 1 | Mar 24, 2026 |
|---|
| Egocentric 3D Hand Pose Estimation | 2 | 1 | Feb 20, 2026 |
|---|
| Pixel Localization | 2 | 1 | Mar 23, 2026 |
|---|
| Component-level attribution | 2 | 1 | Mar 23, 2026 |
|---|
| RGB-D SLAM | 2 | 1 | Feb 27, 2026 |
|---|
| Engagement Classification | 2 | 2 | May 6, 2026 |
|---|
| test allocation | 2 | 1 | Mar 23, 2026 |
|---|
| Matrix Game | 2 | 1 | Mar 23, 2026 |
|---|
| Visual Question Answer | 2 | 5 | Feb 20, 2026 |
|---|